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airbyte_cdk/sources/declarative/partition_routers/async_job_partition_router.py
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# Copyright (c) 2024 Airbyte, Inc., all rights reserved. | ||
|
||
from dataclasses import InitVar, dataclass, field | ||
from typing import Any, Callable, Iterable, Mapping, Optional | ||
|
||
from airbyte_cdk.models import FailureType | ||
from airbyte_cdk.sources.declarative.async_job.job_orchestrator import ( | ||
AsyncJobOrchestrator, | ||
AsyncPartition, | ||
) | ||
from airbyte_cdk.sources.declarative.partition_routers.single_partition_router import ( | ||
SinglePartitionRouter, | ||
) | ||
from airbyte_cdk.sources.streams.concurrent.partitions.stream_slicer import StreamSlicer | ||
from airbyte_cdk.sources.types import Config, StreamSlice | ||
from airbyte_cdk.utils.traced_exception import AirbyteTracedException | ||
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@dataclass | ||
class AsyncJobPartitionRouter(StreamSlicer): | ||
""" | ||
Partition router that creates async jobs in a source API, periodically polls for job | ||
completion, and supplies the completed job URL locations as stream slices so that | ||
records can be extracted. | ||
""" | ||
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config: Config | ||
parameters: InitVar[Mapping[str, Any]] | ||
job_orchestrator_factory: Callable[[Iterable[StreamSlice]], AsyncJobOrchestrator] | ||
stream_slicer: StreamSlicer = field( | ||
default_factory=lambda: SinglePartitionRouter(parameters={}) | ||
) | ||
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def __post_init__(self, parameters: Mapping[str, Any]) -> None: | ||
self._job_orchestrator_factory = self.job_orchestrator_factory | ||
self._job_orchestrator: Optional[AsyncJobOrchestrator] = None | ||
self._parameters = parameters | ||
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def stream_slices(self) -> Iterable[StreamSlice]: | ||
slices = self.stream_slicer.stream_slices() | ||
self._job_orchestrator = self._job_orchestrator_factory(slices) | ||
|
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for completed_partition in self._job_orchestrator.create_and_get_completed_partitions(): | ||
yield StreamSlice( | ||
partition=dict(completed_partition.stream_slice.partition) | ||
| {"partition": completed_partition}, | ||
cursor_slice=completed_partition.stream_slice.cursor_slice, | ||
) | ||
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def fetch_records(self, partition: AsyncPartition) -> Iterable[Mapping[str, Any]]: | ||
""" | ||
This method of fetching records extends beyond what a PartitionRouter/StreamSlicer should | ||
be responsible for. However, this was added in because the JobOrchestrator is required to | ||
retrieve records. And without defining fetch_records() on this class, we're stuck with either | ||
passing the JobOrchestrator to the AsyncRetriever or storing it on multiple classes. | ||
""" | ||
|
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if not self._job_orchestrator: | ||
raise AirbyteTracedException( | ||
message="Invalid state within AsyncJobRetriever. Please contact Airbyte Support", | ||
internal_message="AsyncPartitionRepository is expected to be accessed only after `stream_slices`", | ||
failure_type=FailureType.system_error, | ||
) | ||
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return self._job_orchestrator.fetch_records(partition=partition) |
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